Title :
Cyber-physical systems for personalized and precise medicine
Author :
Paul Bogdan;Yuankun Xue
Author_Institution :
Department of Electrical Engineering, University of Southern California, 3740 McClintock Avenue, Los Angeles, 90089-2560, USA
Abstract :
This paper describes a few fundamental challenges that biological complexity imposes on the design of NoC-based multicore platforms as enablers for a cyber-physical system approach to precise personalized medicine. To demonstrate this CPS paradigm for precise and personalized medicine we consider two examples: i) an efficient NoC-based multicore platform that exploits a self-organizing mapping and routing strategy for achieving higher performance when analyzing the protein folding; ii) a precise and personalized control algorithm for regulating biological processes that display non-Gaussian and multi-fractal dynamics. The paper highlights a series of challenges and advocates for a new breed of design and optimization methodologies for NoC-based multicores.
Keywords :
"Diseases","Proteins","Sugar","Computational modeling","Organisms"
Conference_Titel :
Circuits and Systems (MWSCAS), 2015 IEEE 58th International Midwest Symposium on
DOI :
10.1109/MWSCAS.2015.7282205